simple random sampling - Data Mining

What's simple random sampling? Is it possible to sample data instances using a distribution different from the uniform distribution? If so, give an example of a probability distribution of the data instances that is different from uniform (i.e., equal probability).

Discussion Length (word count): At least 250 words

References: At least one peer-reviewed, scholarly journal references.